{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "AMD - processing.ipynb",
      "version": "0.3.2",
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "metadata": {
        "id": "TZzGlRJT_j06",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "import librosa\n",
        "import librosa.display\n",
        "import matplotlib.pyplot as plt"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "Rjdn5yuGoFc3",
        "colab_type": "code",
        "outputId": "4be7ec35-5732-4ef6-ebaf-2386db328261",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 122
        }
      },
      "cell_type": "code",
      "source": [
        "# Load the Drive helper and mount\n",
        "from google.colab import drive\n",
        "\n",
        "# This will prompt for authorization.\n",
        "drive.mount('/content/drive')"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Go to this URL in a browser: https://accounts.google.com/o/oauth2/auth?client_id=947318989803-6bn6qk8qdgf4n4g3pfee6491hc0brc4i.apps.googleusercontent.com&redirect_uri=urn%3Aietf%3Awg%3Aoauth%3A2.0%3Aoob&scope=email%20https%3A%2F%2Fwww.googleapis.com%2Fauth%2Fdocs.test%20https%3A%2F%2Fwww.googleapis.com%2Fauth%2Fdrive%20https%3A%2F%2Fwww.googleapis.com%2Fauth%2Fdrive.photos.readonly%20https%3A%2F%2Fwww.googleapis.com%2Fauth%2Fpeopleapi.readonly&response_type=code\n",
            "\n",
            "Enter your authorization code:\n",
            "··········\n",
            "Mounted at /content/drive\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "S_B8M76qoOfV",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "RECORDINGS_PATH = \"/content/drive/My Drive/amd-training\"\n",
        "PICKLE_FILE_NAME  = \"df-40-200-mfccs-kaiser_fast-01-25-19\""
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "DnNm9uNM-yBu",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "#compute\n",
        "import glob, os\n",
        "import pandas as pd\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import uuid\n",
        "\n",
        "os.chdir(RECORDINGS_PATH)\n",
        "\n",
        "def process(file, label):\n",
        "  try:\n",
        "    print(\"processing {}\".format(file))\n",
        "    \n",
        "    # here kaiser_fast is a technique used for faster extraction\n",
        "    X, sample_rate = librosa.load(file, res_type='kaiser_fast') \n",
        "    duration = librosa.get_duration(X, sample_rate)\n",
        "    stft = np.abs(librosa.stft(X))\n",
        "    mfccs_40 = np.mean(librosa.feature.mfcc(y=X, sr=sample_rate, n_mfcc=40).T,axis=0)\n",
        "    chroma = np.mean(librosa.feature.chroma_stft(S=stft, sr=sample_rate).T,axis=0)    \n",
        "    mel = np.mean(melspectrogram.T,axis=0)\n",
        "    contrast = np.mean(librosa.feature.spectral_contrast(S=stft, sr=sample_rate).T,axis=0)\n",
        "    tonnetz = np.mean(librosa.feature.tonnetz(y=librosa.effects.harmonic(X),\n",
        "    sr=sample_rate).T,axis=0)\n",
        "\n",
        "    row = pd.Series({'file_path':file,'mfccs_40':mfccs_40, 'chroma':chroma, 'mel':mel, 'contrast':contrast, 'tonnetz':tonnetz, 'duration':duration,'label':label},name=7)\n",
        "    df.loc[len(df)] = row  \n",
        "    \n",
        "  except Exception as e:\n",
        "    print(\"Error encountered while parsing file: \", file)\n",
        "\n",
        "\n",
        "def download_files(path, label, max=100):\n",
        "  index = 0\n",
        "  for file in glob.glob(path):\n",
        "    if index <=max:\n",
        "      row = process(file, label)\n",
        "      df.loc[len(df)] = row\n",
        "      index = index +1\n",
        "\n",
        "#save the df for reusabality\n",
        "# df.to_pickle(PICKLE_FILE_NAME+\".pkl\")\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "k0qgNhqR_mQx",
        "colab_type": "code",
        "outputId": "172faf30-8d5a-4b25-bcf4-3a6383d4571f",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 3706
        }
      },
      "cell_type": "code",
      "source": [
        "df = pd.DataFrame(columns=['file_path', 'mfccs_40', 'chroma', 'mel','contrast','tonnetz', 'duration','label'])\n",
        "df = df.fillna(0) # with 0s rather than NaNs\n",
        "\n",
        "# os.chdir(RECORDINGS_PATH)\n",
        "download_files(\"answering-machine/*.wav\", label=\"beep\")\n",
        "download_files(\"careangel-recordings/*.wav\", label=\"beep\")\n",
        "download_files(\"speech/*.wav\", label=\"speech\")\n"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "processing answering-machine/8cc2e697-18ac-490d-b111-c90350708684.wav\n",
            "processing answering-machine/e5030474-e71d-42ef-ae19-9de293a60c05.wav\n",
            "processing answering-machine/86e364ff-93a6-44af-8118-080024e6b45d.wav\n",
            "processing answering-machine/55b654e5-7d9f-4132-bc98-93e576b2d665.wav\n",
            "processing answering-machine/77310681-9ccf-4da7-bf55-dda0815dcf04-2.wav\n",
            "processing answering-machine/abb95162-9f09-4b35-a890-6f4aa0e2b66b.wav\n",
            "processing answering-machine/bccc4780-02f8-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/22071349-44d6-448d-8d76-834db8d97475.wav\n",
            "processing answering-machine/cbbc6d2a-5bf3-4ca4-9920-a12ad6d75d9e.wav\n",
            "processing answering-machine/e54d1f7e-d1c9-4982-80e9-eeb56e714840.wav\n",
            "processing answering-machine/34e02fdf-4ee6-4d19-b17f-b65de31d7e14.wav\n",
            "processing answering-machine/94aed880-02df-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/359198a9-a8f1-44b6-a4f4-8383c85fc49d.wav\n",
            "processing answering-machine/abe96bb3-4304-402e-a88b-7de453c31ce1.wav\n",
            "processing answering-machine/a210698c-5e60-48bd-9ba3-c00981b0427a.wav\n",
            "processing answering-machine/b70c30b0-a1ca-43b5-b9cb-60b1a049464f.wav\n",
            "processing answering-machine/ea19ab7e-ad09-4736-8e68-f1fc06ca629f.wav\n",
            "processing answering-machine/f0c3a2ca-4a89-4b0f-a20f-dccf6f756a0c.wav\n",
            "processing answering-machine/24c0d8e4-496f-4f8b-b8a3-2a0b61f0ce72.wav\n",
            "processing answering-machine/e19685f0-02e7-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/c2823a7a-87f9-4689-9b53-d37f76964243.wav\n",
            "processing answering-machine/5c082690-02f2-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/97a64f29-34c6-4638-936b-fb788f1c9011.wav\n",
            "processing answering-machine/38c5b9ca-9644-4672-bd14-d5ad0983f528.wav\n",
            "processing answering-machine/6d0c8d00-0202-11e9-bb68-51880c8718e4.wav\n",
            "processing answering-machine/5c6f6f13-8fd1-4dd1-99ef-ccaa85077f4d.wav\n",
            "processing answering-machine/e7b49010-97b4-4a03-af7b-5ee4606a4311.wav\n",
            "processing answering-machine/d8d9c220-02fa-11e9-96e0-fb0b86aa2d7e.wav\n",
            "processing answering-machine/b11ab910-02dc-11e9-8fd9-1d874d96e575.wav\n",
            "processing answering-machine/335519ea-8ce8-43db-8800-bdef53ca73e5.wav\n",
            "processing answering-machine/18a7241e-03b9-4ca2-bc7e-6957dfdc07da.wav\n",
            "processing answering-machine/75ea624b-8ab9-4e17-9000-70e96166642a.wav\n",
            "processing answering-machine/a54eb99a-3bb3-456f-bed8-90e929f0cc90.wav\n",
            "processing answering-machine/f78dbcc0-02dd-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/3dbc0174-3084-4641-92ac-db7ae40b3c20.wav\n",
            "processing answering-machine/d04d669f-6107-405b-8b82-b5327cf34cec.wav\n",
            "processing answering-machine/72642a94-b9a6-4084-b696-af9e37bd0b01.wav\n",
            "processing answering-machine/174add6a-1bca-4724-9524-3afb55a4966d.wav\n",
            "processing answering-machine/f69e1982-0acf-4281-95a1-b5151aa3c2ad.wav\n",
            "processing answering-machine/97d83725-4626-4d99-b691-a3d67d3f6ced.wav\n",
            "processing answering-machine/370e97a8-f253-4b47-a647-9a103c0618ef.wav\n",
            "processing answering-machine/280215f0-02f1-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/8c453cd4-eea0-47e7-8489-2fa34197868b-old1.wav\n",
            "processing answering-machine/7a4d1842-1db6-455e-8928-0bf9878bde9f.wav\n",
            "processing answering-machine/167f2373-d222-4089-893b-76d4d2a1116a.wav\n",
            "processing answering-machine/df101063-0935-4a03-be60-ea495a48fc3b.wav\n",
            "processing answering-machine/07a3d677-0fdd-4155-a804-37679c039a8e.wav\n",
            "processing answering-machine/a2d34274-72a9-47f5-af9a-2f9bb4f8145f.wav\n",
            "processing answering-machine/3840b850-02e6-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/0fc18be5-72e7-48c9-a17c-7aa3af659c0c.wav\n",
            "processing answering-machine/c3c623be-581b-479f-896d-22f1dc1744b0.wav\n",
            "processing answering-machine/8aa7d5ff-b936-49c2-a1d5-bcfa73587bcd-old1.wav\n",
            "processing answering-machine/a7e954c0-02df-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/77310681-9ccf-4da7-bf55-dda0815dcf04.wav\n",
            "processing answering-machine/96267e1a-b077-4fa7-bb1a-e31bb73ef2ae.wav\n",
            "processing answering-machine/18d388df-764c-4ff1-ad42-72801c079bcc.wav\n",
            "processing answering-machine/2bbc5b10-7c47-4747-a5c6-b4aabb845d8b.wav\n",
            "processing answering-machine/0c9d15d7-876f-4915-896e-2cbd8547f569.wav\n",
            "processing answering-machine/bd1d7bbe-87a6-4a03-a8a3-35b83df8e47b.wav\n",
            "processing answering-machine/26b25bb7-6825-43e7-b8bd-03a3884ed694.wav\n",
            "processing answering-machine/470d36a0-02e7-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/441d0f84-2685-4c40-acc7-37f08b251df5.wav\n",
            "processing answering-machine/24ef7595-0cd8-4637-b59f-276114b07a4e.wav\n",
            "processing answering-machine/bc963fab-a32a-4714-af9e-31dd2f240b4b.wav\n",
            "processing answering-machine/2a685eda-8dd9-4a4d-b00e-4f43715f81a4.wav\n",
            "processing answering-machine/e11b5295-fe30-47c0-a9a8-309c954891cc.wav\n",
            "processing answering-machine/f7b071ce-c6d9-4973-a4ac-ffc1996d6141.wav\n",
            "processing answering-machine/bd1d7bbe-87a6-4a03-a8a3-35b83df8e47b-2.wav\n",
            "processing answering-machine/b5ff3b00-02e5-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/2595f8f0-02e6-11e9-aa3d-ad1a095d8d72.wav\n",
            "processing answering-machine/699603ae-8f1d-4260-9b25-6132c5c6fe3a.wav\n",
            "processing answering-machine/ea10246b-40f2-42ff-ae04-36604b8fd3fd.wav\n",
            "processing answering-machine/8c625802-daa5-4a93-8f9e-337fce1903de.wav\n",
            "processing answering-machine/7eaeb600-0202-11e9-bb68-51880c8718e4.wav\n",
            "processing answering-machine/81270a2a-088b-4e3c-9f47-fd927a90b0ab.wav\n",
            "processing answering-machine/1f8d4133-83e7-4afa-a7be-3233993761aa.wav\n",
            "processing answering-machine/8917c4b3-51fa-4456-9384-65678f6e19f9.wav\n",
            "processing answering-machine/rec-e149b51a4e1d4bb7b67f2f05c072dcb5-20190109T145619.wav\n",
            "processing careangel-recordings/rec-daf7e06e976440478360f4ecd03819b0-20190123T185259.wav\n",
            "processing careangel-recordings/rec-daf7e06e976440478360f4ecd03819b0-20190123T185559.wav\n",
            "processing careangel-recordings/rec-d094529f933a45a69dd85f3dcc4b7d22-20190123T193729.wav\n",
            "processing careangel-recordings/rec-daf7e06e976440478360f4ecd03819b0-20190123T184915.wav\n",
            "processing careangel-recordings/rec-d094529f933a45a69dd85f3dcc4b7d22-20190123T185600.wav\n",
            "processing careangel-recordings/rec-d094529f933a45a69dd85f3dcc4b7d22-20190123T185300.wav\n",
            "processing careangel-recordings/rec-92ec261b62d843dca160f9a25bdb2db6-20190123T193730.wav\n",
            "processing careangel-recordings/rec-d094529f933a45a69dd85f3dcc4b7d22-20190123T184919.wav\n",
            "processing careangel-recordings/rec-92ec261b62d843dca160f9a25bdb2db6-20190123T184919.wav\n",
            "processing careangel-recordings/rec-bd3faaf86cc74dfab89b73a0ec6531de-20190123T124551.wav\n",
            "processing careangel-recordings/rec-d094529f933a45a69dd85f3dcc4b7d22-20190123T184632.wav\n",
            "processing careangel-recordings/rec-92ec261b62d843dca160f9a25bdb2db6-20190123T185258.wav\n",
            "processing careangel-recordings/rec-92ec261b62d843dca160f9a25bdb2db6-20190123T184410.wav\n",
            "processing careangel-recordings/rec-92ec261b62d843dca160f9a25bdb2db6-20190123T184634.wav\n",
            "processing careangel-recordings/rec-76f5ef4057dc4642807d4289c3944fde-20190123T123507.wav\n",
            "processing careangel-recordings/rec-92ec261b62d843dca160f9a25bdb2db6-20190123T183610.wav\n",
            "processing careangel-recordings/rec-3d6f5b0cb9f743fcbf0e8b8598bf99dc-20190123T193725.wav\n",
            "processing careangel-recordings/rec-3d6f5b0cb9f743fcbf0e8b8598bf99dc-20190123T185602.wav\n",
            "processing careangel-recordings/rec-3d6f5b0cb9f743fcbf0e8b8598bf99dc-20190123T184635.wav\n",
            "processing careangel-recordings/rec-3d6f5b0cb9f743fcbf0e8b8598bf99dc-20190123T185302.wav\n",
            "processing careangel-recordings/rec-76f5ef4057dc4642807d4289c3944fde-20190123T124552.wav\n",
            "processing careangel-recordings/rec-3d6f5b0cb9f743fcbf0e8b8598bf99dc-20190123T184407.wav\n",
            "processing careangel-recordings/rec-3d6f5b0cb9f743fcbf0e8b8598bf99dc-20190123T184917.wav\n",
            "processing careangel-recordings/rec-374ab07de763469082229087a55b26c0-20190123T193727.wav\n",
            "processing careangel-recordings/rec-374ab07de763469082229087a55b26c0-20190123T185302.wav\n",
            "processing careangel-recordings/rec-07006f1917444b48a69b30fc128cd0e6-20190123T193728.wav\n",
            "processing careangel-recordings/rec-2aeed902d9dc41d08b249b41252d18d8-20190123T124549.wav\n",
            "processing careangel-recordings/rec-2aeed902d9dc41d08b249b41252d18d8-20190123T124849.wav\n",
            "processing careangel-recordings/rec-2aeed902d9dc41d08b249b41252d18d8-20190123T123507.wav\n",
            "processing careangel-recordings/rec-374ab07de763469082229087a55b26c0-20190123T185223.wav\n",
            "processing careangel-recordings/rec-3d6f5b0cb9f743fcbf0e8b8598bf99dc-20190123T184329.wav\n",
            "processing careangel-recordings/rec-76f5ef4057dc4642807d4289c3944fde-20190123T123218.wav\n",
            "processing careangel-recordings/rec-92ec261b62d843dca160f9a25bdb2db6-20190123T185226.wav\n",
            "processing careangel-recordings/rec-d094529f933a45a69dd85f3dcc4b7d22-20190123T184842.wav\n",
            "processing careangel-recordings/rec-d094529f933a45a69dd85f3dcc4b7d22-20190123T184559.wav\n",
            "processing careangel-recordings/rec-92ec261b62d843dca160f9a25bdb2db6-20190123T184600.wav\n",
            "processing careangel-recordings/rec-92ec261b62d843dca160f9a25bdb2db6-20190123T183536.wav\n",
            "processing speech/4iR4hsTCfDc.wav\n",
            "processing speech/2zw8uUauLcc.wav\n",
            "processing speech/0150dZu3Na8.wav\n",
            "processing speech/575SECGQ0Kg.wav\n",
            "processing speech/3SfslfDi7W8.wav\n",
            "processing speech/6FEqX_uqGE4.wav\n",
            "processing speech/1CKGuGiDxYA.wav\n",
            "processing speech/26owMAFMWJw.wav\n",
            "processing speech/2n13-18I_nM.wav\n",
            "processing speech/-skhG36uWM0.wav\n",
            "processing speech/1QrqkC1mt94.wav\n",
            "processing speech/1e3_ucOz0Ik.wav\n",
            "processing speech/4PYNzqXudtk.wav\n",
            "processing speech/5F7MMaPJqMc.wav\n",
            "processing speech/-XxJ50brqGw.wav\n",
            "processing speech/5gq7O5yLl6M.wav\n",
            "processing speech/3Y-VT4IZtsc.wav\n",
            "processing speech/3hKC3uQjsDs.wav\n",
            "processing speech/4Jg3aTetesY.wav\n",
            "processing speech/0DefiYiEF4E.wav\n",
            "processing speech/4JdwGxURJxs.wav\n",
            "processing speech/1c5rSQsqmBE.wav\n",
            "processing speech/-efgThyiXWI.wav\n",
            "processing speech/4T8CwKAxfUo.wav\n",
            "processing speech/4mOTOTJLv5U.wav\n",
            "processing speech/2Gu16Qh4EHw.wav\n",
            "processing speech/-b6pKB99TKg.wav\n",
            "processing speech/7VDeHnt99Yg.wav\n",
            "processing speech/2hKS-hbOvY4.wav\n",
            "processing speech/2XWvkxl3E6k.wav\n",
            "processing speech/1HPYHsdLYCQ.wav\n",
            "processing speech/5TygsGEEVi4.wav\n",
            "processing speech/2RMAeRbMa38.wav\n",
            "processing speech/2Yy-PiC089M.wav\n",
            "processing speech/30MeepvvjDs.wav\n",
            "processing speech/4YuziyVEwPs.wav\n",
            "processing speech/3F5POA5nsAs.wav\n",
            "processing speech/6sy6SC3XuMU.wav\n",
            "processing speech/7IVNIcOntfo.wav\n",
            "processing speech/386I9SMtAGc.wav\n",
            "processing speech/6oxzYHDgFaA.wav\n",
            "processing speech/4nPihZzUq_k.wav\n",
            "processing speech/-6x2PtSRfJU.wav\n",
            "processing speech/-Ry1YNVPPCM.wav\n",
            "processing speech/-AswFDuOptQ.wav\n",
            "processing speech/0_utuoBWKmo.wav\n",
            "processing speech/0XjfhlZVmO0.wav\n",
            "processing speech/4B3nkHcPwjQ.wav\n",
            "processing speech/57Ijq7fWehY.wav\n",
            "processing speech/-DLL8LaKq-c.wav\n",
            "processing speech/0jaaX-we-8g.wav\n",
            "processing speech/1GG3QoDNLFM.wav\n",
            "processing speech/28_dI7KHIf0.wav\n",
            "processing speech/-U3Xh6Fsw50.wav\n",
            "processing speech/2tgqrxUIozQ.wav\n",
            "processing speech/-ockHs8mYQo.wav\n",
            "processing speech/6b6KOxd2jck.wav\n",
            "processing speech/6aMqUvx818k.wav\n",
            "processing speech/7ZX-x-fNw3w.wav\n",
            "Error encountered while parsing file:  speech/7ZX-x-fNw3w.wav\n",
            "processing speech/1tt5hIKEBYo.wav\n",
            "processing speech/4OUFnQ1ig7g.wav\n",
            "processing speech/31BoAMcVMro.wav\n",
            "processing speech/304A20BjLRo.wav\n",
            "processing speech/1hJB8Fg5UKI.wav\n",
            "processing speech/4Pc9rWewLIY.wav\n",
            "processing speech/4MkVuoAgdxg.wav\n",
            "processing speech/2jraQyyG0qY.wav\n",
            "processing speech/2QcOD8uCu0E.wav\n",
            "processing speech/0GQFYsxMP9Y.wav\n",
            "processing speech/-QVqh513RxQ.wav\n",
            "processing speech/-QcXMPUNMeM.wav\n",
            "processing speech/5s0oF2fMOtg.wav\n",
            "processing speech/-b1l5v-fpNs.wav\n",
            "processing speech/02JEvDAcq7U.wav\n",
            "processing speech/5gB0wpfKeOk.wav\n",
            "processing speech/100CKdZMyQw.wav\n",
            "processing speech/6kijTMUqcMI.wav\n",
            "processing speech/1J-v2SVsSPQ.wav\n",
            "processing speech/6O4Zpv-cAXY.wav\n",
            "processing speech/2XFwH-VGWjU.wav\n",
            "processing speech/4zpgKN4Le0E.wav\n",
            "processing speech/7K4kLUy6Kqo.wav\n",
            "processing speech/1ef2v0i7w0w.wav\n",
            "processing speech/4hjjHLIVZ50.wav\n",
            "processing speech/5fjmEgwc14E.wav\n",
            "processing speech/0TPOLU68O9s.wav\n",
            "processing speech/2dsY_AHDFc8.wav\n",
            "processing speech/-8S_tLKfeJg.wav\n",
            "processing speech/4MEa_7PkoUo.wav\n",
            "processing speech/56TlPzJLBAg.wav\n",
            "processing speech/0Zh8HjR0CbM.wav\n",
            "processing speech/6ztm2J-GRNU.wav\n",
            "processing speech/3g8RcphOUUU.wav\n",
            "processing speech/1mm09kC1HW0.wav\n",
            "processing speech/50ZxQpgCccA.wav\n",
            "processing speech/0Q5mzNz2hiA.wav\n",
            "processing speech/-cVFtuOI5uo.wav\n",
            "processing speech/7aKBgag7ylE.wav\n",
            "processing speech/2VqKshkkHLU.wav\n",
            "processing speech/3X4t1yXiR64.wav\n",
            "processing speech/6de_mfVMVik.wav\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "metadata": {
        "id": "dg-gKn5dLdTl",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "df.dropna(inplace=True)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "MYw871EB78rS",
        "colab_type": "code",
        "outputId": "191ede7f-65db-46ac-f92e-79c27ee34802",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 68
        }
      },
      "cell_type": "code",
      "source": [
        "df.label.value_counts()"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "beep      115\n",
              "speech    100\n",
              "Name: label, dtype: int64"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 72
        }
      ]
    },
    {
      "metadata": {
        "id": "0kGcXU8zUNqu",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "df.to_pickle(\"amd-df-01-29-10-41\"+\".pkl\")"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "PBZiYBaVOa1v",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        "df1 = pd.read_pickle(\"amd-df-01-29-10-41.pkl\")\n"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "metadata": {
        "id": "CPxm7DtTRw2K",
        "colab_type": "code",
        "outputId": "7cefc264-be91-4827-c773-1314c087014c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 4029
        }
      },
      "cell_type": "code",
      "source": [
        "df1"
      ],
      "execution_count": 0,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>file_path</th>\n",
              "      <th>mfccs_40</th>\n",
              "      <th>chroma</th>\n",
              "      <th>mel</th>\n",
              "      <th>contrast</th>\n",
              "      <th>tonnetz</th>\n",
              "      <th>duration</th>\n",
              "      <th>label</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>answering-machine/8cc2e697-18ac-490d-b111-c903...</td>\n",
              "      <td>[-397.80851932784657, 129.86299878531597, -31....</td>\n",
              "      <td>[0.027769387920805723, 0.026351956519476274, 0...</td>\n",
              "      <td>[0.00501725632249827, 0.00037307307871889937, ...</td>\n",
              "      <td>[17.189749244938195, 9.807171017039957, 31.405...</td>\n",
              "      <td>[-0.026947413402462945, 0.04490845356302127, -...</td>\n",
              "      <td>0.313515</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>answering-machine/e5030474-e71d-42ef-ae19-9de2...</td>\n",
              "      <td>[-521.2452137232904, 128.2723489959437, -57.08...</td>\n",
              "      <td>[0.022214466246388547, 0.020847748338262397, 0...</td>\n",
              "      <td>[8.08117545043548e-05, 2.5279908521751625e-05,...</td>\n",
              "      <td>[16.802354517790313, 11.434238706762827, 15.09...</td>\n",
              "      <td>[-0.04474616114861632, -0.026757793833147053, ...</td>\n",
              "      <td>0.391565</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>answering-machine/86e364ff-93a6-44af-8118-0800...</td>\n",
              "      <td>[-513.9673240941539, 128.13275036291947, -52.2...</td>\n",
              "      <td>[0.03300533854443605, 0.03123040030561039, 0.0...</td>\n",
              "      <td>[0.00019455741680095618, 0.0001307129131768416...</td>\n",
              "      <td>[18.01022716689398, 11.078483483064241, 14.929...</td>\n",
              "      <td>[-0.05350142196897563, -0.011836425600422792, ...</td>\n",
              "      <td>0.392698</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>answering-machine/55b654e5-7d9f-4132-bc98-93e5...</td>\n",
              "      <td>[-292.5310592899462, 133.0464309785009, -107.7...</td>\n",
              "      <td>[0.04289080226234471, 0.04354302126840047, 0.0...</td>\n",
              "      <td>[0.05034664909852743, 0.03370046800801785, 0.0...</td>\n",
              "      <td>[10.553363920668197, 11.608186538742027, 11.68...</td>\n",
              "      <td>[-0.00994283535272708, 0.011938087781317153, 0...</td>\n",
              "      <td>0.167619</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>answering-machine/77310681-9ccf-4da7-bf55-dda0...</td>\n",
              "      <td>[-452.8306540327004, 146.34936352766186, -33.5...</td>\n",
              "      <td>[0.02433844901405175, 0.02294809277630422, 0.0...</td>\n",
              "      <td>[0.00011991504535596756, 0.0002250080590753591...</td>\n",
              "      <td>[12.634893574252038, 10.697157333437568, 32.58...</td>\n",
              "      <td>[-0.03433607707284978, 0.039762104955467496, -...</td>\n",
              "      <td>0.315420</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>answering-machine/abb95162-9f09-4b35-a890-6f4a...</td>\n",
              "      <td>[-420.77098714152356, 93.52746498761161, -25.0...</td>\n",
              "      <td>[0.03474792074038129, 0.05133754631069041, 0.2...</td>\n",
              "      <td>[0.030244665491047512, 0.029949857407187988, 0...</td>\n",
              "      <td>[31.221714055150013, 20.71262109100608, 39.504...</td>\n",
              "      <td>[-0.04447994070735253, -0.004942355883340258, ...</td>\n",
              "      <td>0.535828</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>answering-machine/bccc4780-02f8-11e9-aa3d-ad1a...</td>\n",
              "      <td>[-387.13855171645116, 150.90465041242317, -42....</td>\n",
              "      <td>[0.02427578147116205, 0.02990539769912799, 0.0...</td>\n",
              "      <td>[0.043681838039386064, 0.01292230183375375, 0....</td>\n",
              "      <td>[18.483255533782774, 8.634820641722435, 33.096...</td>\n",
              "      <td>[-0.011589151809683782, -0.05059292351089364, ...</td>\n",
              "      <td>0.334195</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>answering-machine/22071349-44d6-448d-8d76-834d...</td>\n",
              "      <td>[-369.97380538041057, 149.80537003091393, -40....</td>\n",
              "      <td>[0.03937052642222736, 0.03703768738610829, 0.0...</td>\n",
              "      <td>[0.03305763055933809, 0.005407385024180664, 0....</td>\n",
              "      <td>[17.477715040450597, 28.397358806746563, 35.82...</td>\n",
              "      <td>[0.02806876509987728, 0.049215210998908965, 0....</td>\n",
              "      <td>0.625533</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>answering-machine/cbbc6d2a-5bf3-4ca4-9920-a12a...</td>\n",
              "      <td>[-515.6052442743639, 133.11050944292515, -59.0...</td>\n",
              "      <td>[0.024594730983671282, 0.025086133847673317, 0...</td>\n",
              "      <td>[6.170809692392159e-05, 3.1581917394840386e-05...</td>\n",
              "      <td>[14.077834283733308, 11.418211601546293, 16.80...</td>\n",
              "      <td>[-0.0475743066248118, -0.018104088469366494, 0...</td>\n",
              "      <td>0.395964</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>answering-machine/e54d1f7e-d1c9-4982-80e9-eeb5...</td>\n",
              "      <td>[-520.2556783283156, 136.17416563816954, -51.2...</td>\n",
              "      <td>[0.02613008370698844, 0.0251144216926275, 0.02...</td>\n",
              "      <td>[0.0001538039459089541, 7.022750639466015e-05,...</td>\n",
              "      <td>[15.626069612793733, 10.787610817821497, 15.77...</td>\n",
              "      <td>[-0.05189144828816094, -0.013005509182807401, ...</td>\n",
              "      <td>0.403583</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>answering-machine/34e02fdf-4ee6-4d19-b17f-b65d...</td>\n",
              "      <td>[-271.5246598921989, 156.79570874528483, -59.8...</td>\n",
              "      <td>[0.05342528237775297, 0.05093920741371196, 0.0...</td>\n",
              "      <td>[0.007238309891536102, 0.0036063182863351286, ...</td>\n",
              "      <td>[11.655081713096592, 10.278239440523047, 29.64...</td>\n",
              "      <td>[-0.013919426672477416, 0.049758873167718064, ...</td>\n",
              "      <td>0.325125</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>answering-machine/94aed880-02df-11e9-aa3d-ad1a...</td>\n",
              "      <td>[-483.79049692402623, 114.2649393543682, -102....</td>\n",
              "      <td>[0.02813132321393693, 0.03530290572638477, 0.0...</td>\n",
              "      <td>[0.00015731851055277013, 7.081511911168166e-05...</td>\n",
              "      <td>[15.98266950922378, 11.59453157526057, 14.8583...</td>\n",
              "      <td>[-0.02360887676885088, 0.03231748382234498, -0...</td>\n",
              "      <td>0.526757</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>answering-machine/359198a9-a8f1-44b6-a4f4-8383...</td>\n",
              "      <td>[-397.6474669901747, 187.9593423965029, -64.32...</td>\n",
              "      <td>[0.3414355047300853, 0.1283837380495035, 0.072...</td>\n",
              "      <td>[0.004940583370102189, 0.004759396398134962, 0...</td>\n",
              "      <td>[8.007204563716945, 8.414863043494082, 12.2142...</td>\n",
              "      <td>[0.023588925779865808, -0.0491770692987704, 0....</td>\n",
              "      <td>0.213152</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>answering-machine/abe96bb3-4304-402e-a88b-7de4...</td>\n",
              "      <td>[-268.376174666488, 134.26201659971517, -42.83...</td>\n",
              "      <td>[0.04774751482368089, 0.27225730666104586, 1.0...</td>\n",
              "      <td>[0.12789206459402994, 0.053446015498031386, 0....</td>\n",
              "      <td>[14.296265867852497, 13.126865902121116, 35.22...</td>\n",
              "      <td>[0.04855282810892547, 0.017684008957936537, -0...</td>\n",
              "      <td>0.367347</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>answering-machine/a210698c-5e60-48bd-9ba3-c009...</td>\n",
              "      <td>[-444.9993300327045, 81.9921491627517, -26.199...</td>\n",
              "      <td>[0.21508889811674567, 0.03625700266101079, 0.0...</td>\n",
              "      <td>[0.03747167716177074, 0.01399515957719087, 0.0...</td>\n",
              "      <td>[9.27497948711662, 8.198367805396806, 12.40865...</td>\n",
              "      <td>[0.03229154495524182, -0.04538600661585374, 0....</td>\n",
              "      <td>0.311701</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>answering-machine/b70c30b0-a1ca-43b5-b9cb-60b1...</td>\n",
              "      <td>[-399.87499636936496, 187.6534310023194, -63.0...</td>\n",
              "      <td>[0.3704985922101766, 0.150101956363927, 0.1004...</td>\n",
              "      <td>[0.006680329205807325, 0.005092353224406313, 0...</td>\n",
              "      <td>[5.109003392788998, 7.171109371764388, 11.6066...</td>\n",
              "      <td>[0.02799670900450375, -0.04227499756935839, 0....</td>\n",
              "      <td>0.242857</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>answering-machine/ea19ab7e-ad09-4736-8e68-f1fc...</td>\n",
              "      <td>[-417.5773518567283, 115.87673305190022, -58.4...</td>\n",
              "      <td>[0.20683283228278573, 0.031586268501768, 0.020...</td>\n",
              "      <td>[0.0001635438537391579, 0.00023739219305627678...</td>\n",
              "      <td>[11.73025872986778, 8.601794126211557, 10.9413...</td>\n",
              "      <td>[0.01714183345389668, -0.037496774078722435, 0...</td>\n",
              "      <td>0.415283</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>answering-machine/f0c3a2ca-4a89-4b0f-a20f-dccf...</td>\n",
              "      <td>[-395.65682871336423, 189.81291876166247, -65....</td>\n",
              "      <td>[0.33979489017176606, 0.1283502300405761, 0.07...</td>\n",
              "      <td>[0.005335846803969891, 0.0065445377802900925, ...</td>\n",
              "      <td>[6.2336649771824995, 7.4313339015799205, 12.29...</td>\n",
              "      <td>[0.02263600306905115, -0.048330544714004255, 0...</td>\n",
              "      <td>0.216281</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>answering-machine/24c0d8e4-496f-4f8b-b8a3-2a0b...</td>\n",
              "      <td>[-397.4708537293497, 186.91469657281644, -63.6...</td>\n",
              "      <td>[0.3329519038420944, 0.1204322950586206, 0.072...</td>\n",
              "      <td>[0.007096929647050264, 0.005374733684370927, 0...</td>\n",
              "      <td>[6.759896007348738, 9.389139673901362, 13.4289...</td>\n",
              "      <td>[-0.0009058277510301443, 0.005638029554451475,...</td>\n",
              "      <td>0.209615</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>answering-machine/e19685f0-02e7-11e9-aa3d-ad1a...</td>\n",
              "      <td>[-482.2797790184604, 181.9532029011698, -8.263...</td>\n",
              "      <td>[0.08983974552694302, 0.0954256799608445, 0.12...</td>\n",
              "      <td>[0.0015491548446261677, 0.0025484051691111015,...</td>\n",
              "      <td>[21.478675802061584, 15.001328560787076, 16.43...</td>\n",
              "      <td>[-0.01597227998560979, -0.0032889608187185145,...</td>\n",
              "      <td>0.467664</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>answering-machine/c2823a7a-87f9-4689-9b53-d37f...</td>\n",
              "      <td>[-521.2345539182835, 134.77849154530696, -53.0...</td>\n",
              "      <td>[0.027868485989503058, 0.0232328802401555, 0.0...</td>\n",
              "      <td>[0.0002441962626170042, 5.3215482782451886e-05...</td>\n",
              "      <td>[17.661506118714055, 11.920571876332682, 17.31...</td>\n",
              "      <td>[-0.03706067399763228, -0.02780759136816917, -...</td>\n",
              "      <td>0.395510</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>answering-machine/5c082690-02f2-11e9-aa3d-ad1a...</td>\n",
              "      <td>[-540.3341870025654, 89.55062956154907, -36.88...</td>\n",
              "      <td>[0.2281121728696912, 0.035542216863347575, 0.0...</td>\n",
              "      <td>[0.006471555294257466, 0.005112834857483893, 0...</td>\n",
              "      <td>[20.638533428976658, 9.081864449221234, 15.189...</td>\n",
              "      <td>[0.03883864820081238, -0.04070233322363046, 0....</td>\n",
              "      <td>0.204807</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44</th>\n",
              "      <td>answering-machine/97a64f29-34c6-4638-936b-fb78...</td>\n",
              "      <td>[-511.870884099128, 131.27975061284675, -58.15...</td>\n",
              "      <td>[0.029586146811598095, 0.029181996762391107, 0...</td>\n",
              "      <td>[4.913067385271165e-05, 3.554099999439463e-05,...</td>\n",
              "      <td>[12.560566314868673, 11.360242194640614, 16.44...</td>\n",
              "      <td>[-0.04861216312795774, -0.015836744579307376, ...</td>\n",
              "      <td>0.396463</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>answering-machine/38c5b9ca-9644-4672-bd14-d5ad...</td>\n",
              "      <td>[-506.27993318261156, 131.38238564044119, -57....</td>\n",
              "      <td>[0.038107374621520876, 0.0350590078914369, 0.0...</td>\n",
              "      <td>[0.00013594134824731577, 0.0002264982478543793...</td>\n",
              "      <td>[14.148418195560222, 10.25936183975397, 15.326...</td>\n",
              "      <td>[-0.04470159952833568, -0.028542287719685193, ...</td>\n",
              "      <td>0.409887</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>answering-machine/6d0c8d00-0202-11e9-bb68-5188...</td>\n",
              "      <td>[-396.4872024620081, 187.1113138845858, -65.64...</td>\n",
              "      <td>[0.3449623861248458, 0.12953245527247115, 0.07...</td>\n",
              "      <td>[0.006522632898050518, 0.004511314428902597, 0...</td>\n",
              "      <td>[7.237653587599017, 9.72055473590638, 12.39550...</td>\n",
              "      <td>[0.035403004575672505, -0.040659156541475124, ...</td>\n",
              "      <td>0.210249</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50</th>\n",
              "      <td>answering-machine/5c6f6f13-8fd1-4dd1-99ef-ccaa...</td>\n",
              "      <td>[-387.25614512619285, 150.8906461085475, -43.1...</td>\n",
              "      <td>[0.026805444441621598, 0.03266253535132676, 0....</td>\n",
              "      <td>[0.04531907846470063, 0.013619251746766257, 0....</td>\n",
              "      <td>[18.158824574594735, 9.117579609844743, 32.940...</td>\n",
              "      <td>[-0.016704608773247993, -0.04777863482197164, ...</td>\n",
              "      <td>0.347438</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>52</th>\n",
              "      <td>answering-machine/e7b49010-97b4-4a03-af7b-5ee4...</td>\n",
              "      <td>[-539.6999912816946, 54.218313697778775, -67.8...</td>\n",
              "      <td>[0.20669450914533838, 0.034462496448662776, 0....</td>\n",
              "      <td>[0.018807210137745226, 0.0011013647057265424, ...</td>\n",
              "      <td>[33.32259621710429, 7.774495493440962, 10.2112...</td>\n",
              "      <td>[0.010827318692195826, -0.017649670468919118, ...</td>\n",
              "      <td>0.207029</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>54</th>\n",
              "      <td>answering-machine/d8d9c220-02fa-11e9-96e0-fb0b...</td>\n",
              "      <td>[-395.9446243121823, 189.16465194241303, -64.9...</td>\n",
              "      <td>[0.33756432307353884, 0.12613389572841985, 0.0...</td>\n",
              "      <td>[0.004887997440105551, 0.005931725165878735, 0...</td>\n",
              "      <td>[6.716360360486815, 8.374851095755202, 12.1110...</td>\n",
              "      <td>[0.020831389054394803, -0.025984492321386454, ...</td>\n",
              "      <td>0.216281</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>56</th>\n",
              "      <td>answering-machine/b11ab910-02dc-11e9-8fd9-1d87...</td>\n",
              "      <td>[-347.2163572325372, 200.7630183356129, -88.27...</td>\n",
              "      <td>[0.3553776752273636, 0.1796075298399975, 0.117...</td>\n",
              "      <td>[0.007430064729992558, 0.007347322746433893, 0...</td>\n",
              "      <td>[7.152487141892496, 10.874895421655554, 13.079...</td>\n",
              "      <td>[0.03452485742181802, -0.037018003358774816, 0...</td>\n",
              "      <td>0.216100</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>58</th>\n",
              "      <td>answering-machine/335519ea-8ce8-43db-8800-bdef...</td>\n",
              "      <td>[-427.1631555143684, 87.04653703687556, -22.14...</td>\n",
              "      <td>[0.02298929631722165, 0.035348273733554765, 0....</td>\n",
              "      <td>[0.09346497253289679, 0.03803756320553848, 0.0...</td>\n",
              "      <td>[33.90567267456092, 23.78114301608286, 40.0981...</td>\n",
              "      <td>[-0.06481151370952878, -0.004760931213592791, ...</td>\n",
              "      <td>0.533515</td>\n",
              "      <td>beep</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>371</th>\n",
              "      <td>speech/5s0oF2fMOtg.wav</td>\n",
              "      <td>[-251.3452779585594, 80.06962610567604, -4.341...</td>\n",
              "      <td>[0.5752742359019283, 0.5478898357118692, 0.553...</td>\n",
              "      <td>[0.27105671891290123, 0.10714239962551401, 0.0...</td>\n",
              "      <td>[19.021920592702173, 15.643579687291016, 15.79...</td>\n",
              "      <td>[-0.00831393522446235, 0.0034778907444307614, ...</td>\n",
              "      <td>10.000635</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>373</th>\n",
              "      <td>speech/-b1l5v-fpNs.wav</td>\n",
              "      <td>[-252.27128334169387, 79.37977872273771, -40.1...</td>\n",
              "      <td>[0.6243298341409546, 0.5657514149231652, 0.554...</td>\n",
              "      <td>[0.0010225498764717066, 0.001250039563711277, ...</td>\n",
              "      <td>[15.188440619457944, 15.848061129169986, 18.41...</td>\n",
              "      <td>[-0.0058964790685717885, -0.002091441407829767...</td>\n",
              "      <td>40.000000</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>375</th>\n",
              "      <td>speech/02JEvDAcq7U.wav</td>\n",
              "      <td>[-303.30798623848494, 102.32582253967394, -65....</td>\n",
              "      <td>[0.5329078270271494, 0.5261592724605708, 0.660...</td>\n",
              "      <td>[0.08264439567312229, 0.005919650432426333, 0....</td>\n",
              "      <td>[21.309369431669683, 13.435790289223677, 16.87...</td>\n",
              "      <td>[-0.0036916387562886954, 0.011563457942786251,...</td>\n",
              "      <td>9.015692</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>377</th>\n",
              "      <td>speech/5gB0wpfKeOk.wav</td>\n",
              "      <td>[-328.9603834251204, 113.25707332162112, -29.4...</td>\n",
              "      <td>[0.5563194187974628, 0.5538920356086915, 0.523...</td>\n",
              "      <td>[0.02163736606611941, 0.019373092542648202, 0....</td>\n",
              "      <td>[17.943470855756548, 16.806671159968417, 20.65...</td>\n",
              "      <td>[-0.005887798845328656, 0.0075461411159529965,...</td>\n",
              "      <td>9.419410</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>379</th>\n",
              "      <td>speech/100CKdZMyQw.wav</td>\n",
              "      <td>[-118.92275719343104, 47.54015897910914, -51.3...</td>\n",
              "      <td>[0.820983732502437, 0.8347079867365693, 0.8148...</td>\n",
              "      <td>[0.021082803433604608, 0.015871707804122618, 0...</td>\n",
              "      <td>[22.06963538514624, 11.509938892651256, 14.708...</td>\n",
              "      <td>[-0.004620340483380304, 0.01071396820161009, 0...</td>\n",
              "      <td>9.273107</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>381</th>\n",
              "      <td>speech/6kijTMUqcMI.wav</td>\n",
              "      <td>[-485.7610899790904, 23.568541819118966, -15.8...</td>\n",
              "      <td>[0.4731709875344335, 0.43410085731470527, 0.38...</td>\n",
              "      <td>[0.00023245475898048674, 5.4501037493922706e-0...</td>\n",
              "      <td>[20.90808187616631, 15.595357715765989, 17.154...</td>\n",
              "      <td>[0.01673840627018337, 0.007671734764962738, -0...</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>383</th>\n",
              "      <td>speech/1J-v2SVsSPQ.wav</td>\n",
              "      <td>[-87.58297408763816, 76.65633574559149, -3.824...</td>\n",
              "      <td>[0.6799529315307902, 0.6500660577308035, 0.608...</td>\n",
              "      <td>[2.067003581220662, 21.321750289873584, 30.693...</td>\n",
              "      <td>[15.96609585502167, 14.322156833726021, 16.744...</td>\n",
              "      <td>[0.006551747369262236, 0.0015526182920739058, ...</td>\n",
              "      <td>9.100590</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>385</th>\n",
              "      <td>speech/6O4Zpv-cAXY.wav</td>\n",
              "      <td>[-218.70998625212536, 164.4978311829281, -45.5...</td>\n",
              "      <td>[0.6059958736081875, 0.6410638826567822, 0.669...</td>\n",
              "      <td>[0.0225830336855623, 0.0341439933684007, 0.098...</td>\n",
              "      <td>[20.439351203442897, 13.027199251512844, 18.28...</td>\n",
              "      <td>[0.004017613095482892, 0.0006623860207605217, ...</td>\n",
              "      <td>6.809977</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>387</th>\n",
              "      <td>speech/2XFwH-VGWjU.wav</td>\n",
              "      <td>[-286.5341373774659, 95.69588900478585, -38.57...</td>\n",
              "      <td>[0.46429457988293016, 0.5062778421688091, 0.52...</td>\n",
              "      <td>[0.005423386798589744, 0.03282344537708947, 0....</td>\n",
              "      <td>[17.067975398680538, 15.982644910503662, 19.79...</td>\n",
              "      <td>[0.00823015101116948, -0.00774356520311196, 0....</td>\n",
              "      <td>9.999501</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>389</th>\n",
              "      <td>speech/4zpgKN4Le0E.wav</td>\n",
              "      <td>[-262.04756625456605, 110.6185447079289, -51.6...</td>\n",
              "      <td>[0.651539604927184, 0.6443657593596892, 0.6686...</td>\n",
              "      <td>[0.0008060101501408692, 0.007456094735574816, ...</td>\n",
              "      <td>[20.867799434617496, 15.338853417768162, 16.60...</td>\n",
              "      <td>[-0.006009530946251062, -0.003839376921637122,...</td>\n",
              "      <td>40.000000</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>391</th>\n",
              "      <td>speech/7K4kLUy6Kqo.wav</td>\n",
              "      <td>[-191.98257398134692, 79.70253445220767, -24.1...</td>\n",
              "      <td>[0.5449159211483401, 0.5613703415810033, 0.534...</td>\n",
              "      <td>[1.6956202159089662, 29.685020824717594, 68.63...</td>\n",
              "      <td>[19.031470042411414, 16.01818275008949, 18.663...</td>\n",
              "      <td>[0.004102402254174668, -0.006119209047835364, ...</td>\n",
              "      <td>10.000000</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>393</th>\n",
              "      <td>speech/1ef2v0i7w0w.wav</td>\n",
              "      <td>[-28.21493733541584, 110.22083770835727, -14.1...</td>\n",
              "      <td>[0.7165557320611315, 0.6918883999207236, 0.703...</td>\n",
              "      <td>[50.93646776980185, 51.952902041265226, 195.63...</td>\n",
              "      <td>[15.196546895549448, 13.678829164568247, 15.10...</td>\n",
              "      <td>[0.005833311541113503, 0.0033813483557599963, ...</td>\n",
              "      <td>9.042540</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>395</th>\n",
              "      <td>speech/4hjjHLIVZ50.wav</td>\n",
              "      <td>[-181.81457705770546, 72.27489921242405, 14.57...</td>\n",
              "      <td>[0.6330236597016552, 0.6527500310601749, 0.668...</td>\n",
              "      <td>[24.69799088136951, 204.54136548982333, 408.60...</td>\n",
              "      <td>[17.028434109017166, 13.836217893133574, 16.58...</td>\n",
              "      <td>[-0.0009484160859306452, -0.009235512155709454...</td>\n",
              "      <td>9.172517</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>397</th>\n",
              "      <td>speech/5fjmEgwc14E.wav</td>\n",
              "      <td>[-255.17872683598114, 77.93570692905092, 5.683...</td>\n",
              "      <td>[0.595958425339284, 0.5013157312968527, 0.4560...</td>\n",
              "      <td>[0.4832419212400289, 0.32347750123726393, 0.08...</td>\n",
              "      <td>[12.017278304366123, 14.326407610653135, 18.68...</td>\n",
              "      <td>[-0.012423431615396547, 0.01968727240371247, -...</td>\n",
              "      <td>39.478186</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>399</th>\n",
              "      <td>speech/0TPOLU68O9s.wav</td>\n",
              "      <td>[-219.87201522181576, 157.60949528087573, -44....</td>\n",
              "      <td>[0.5529819510338057, 0.5796927680727166, 0.626...</td>\n",
              "      <td>[1.2223319014697405, 4.571366357091994, 3.5545...</td>\n",
              "      <td>[16.006278395950698, 10.682920242933468, 13.74...</td>\n",
              "      <td>[0.0044705792108051595, -0.011663627454863396,...</td>\n",
              "      <td>9.059456</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>401</th>\n",
              "      <td>speech/2dsY_AHDFc8.wav</td>\n",
              "      <td>[-171.45398251254068, 101.65032692578576, -55....</td>\n",
              "      <td>[0.6310344294755904, 0.6475606330017526, 0.670...</td>\n",
              "      <td>[0.08350666674920043, 0.2928588217550186, 1.92...</td>\n",
              "      <td>[16.1288572954562, 12.205839149882857, 15.6969...</td>\n",
              "      <td>[-0.0028087957671620303, 0.0002215649105730020...</td>\n",
              "      <td>5.950839</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>403</th>\n",
              "      <td>speech/-8S_tLKfeJg.wav</td>\n",
              "      <td>[-31.179874200808428, 34.090969257863485, -24....</td>\n",
              "      <td>[0.40895263310415225, 0.388776801444639, 0.388...</td>\n",
              "      <td>[7.177026574278645, 12.44853537760322, 5.94994...</td>\n",
              "      <td>[14.348411117896495, 10.85240772864528, 13.111...</td>\n",
              "      <td>[0.020119886302482844, 0.004808006577683695, -...</td>\n",
              "      <td>11.812426</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>405</th>\n",
              "      <td>speech/4MEa_7PkoUo.wav</td>\n",
              "      <td>[-297.62272560859935, 110.29152525191667, -22....</td>\n",
              "      <td>[0.676942197392949, 0.5833666904053839, 0.6230...</td>\n",
              "      <td>[0.0035058463789713096, 0.03868468279847932, 0...</td>\n",
              "      <td>[18.626728230708814, 13.810318140874593, 18.32...</td>\n",
              "      <td>[0.015303178996770856, 0.010817894328682248, 0...</td>\n",
              "      <td>9.030839</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>407</th>\n",
              "      <td>speech/56TlPzJLBAg.wav</td>\n",
              "      <td>[-161.52241669944277, 106.52135934763136, -60....</td>\n",
              "      <td>[0.7289142569887577, 0.7026494999580105, 0.648...</td>\n",
              "      <td>[0.12321098783136725, 0.11949187029552408, 0.0...</td>\n",
              "      <td>[15.116906223538637, 12.312925230695841, 15.43...</td>\n",
              "      <td>[0.005012188714201203, 0.0024034563327236147, ...</td>\n",
              "      <td>11.067800</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>409</th>\n",
              "      <td>speech/0Zh8HjR0CbM.wav</td>\n",
              "      <td>[-112.04323351318794, 209.6909575827447, -91.0...</td>\n",
              "      <td>[0.6682416179110425, 0.703021515118741, 0.7424...</td>\n",
              "      <td>[2.428226325874819, 36.99651381276656, 18.0368...</td>\n",
              "      <td>[23.766724434424894, 11.88686458635221, 15.167...</td>\n",
              "      <td>[-0.027186451465782437, -0.01974404854045408, ...</td>\n",
              "      <td>10.712290</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>411</th>\n",
              "      <td>speech/6ztm2J-GRNU.wav</td>\n",
              "      <td>[-261.9305745320562, 79.70938739533868, -1.340...</td>\n",
              "      <td>[0.6578028226935857, 0.6018372290168367, 0.598...</td>\n",
              "      <td>[0.3017516408194309, 0.14683770953309055, 0.12...</td>\n",
              "      <td>[17.135315660876355, 14.833394642028432, 15.22...</td>\n",
              "      <td>[-0.007927157609718407, 0.005715756754781355, ...</td>\n",
              "      <td>9.999501</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>413</th>\n",
              "      <td>speech/3g8RcphOUUU.wav</td>\n",
              "      <td>[-321.46580068871305, 165.2516548816638, -46.2...</td>\n",
              "      <td>[0.6362175364628693, 0.6472001670156085, 0.632...</td>\n",
              "      <td>[0.019427160642473455, 0.0546510026423521, 0.0...</td>\n",
              "      <td>[18.62744217083172, 14.154272289764439, 17.936...</td>\n",
              "      <td>[-0.010472609823105045, 0.006908039866625598, ...</td>\n",
              "      <td>40.000000</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>415</th>\n",
              "      <td>speech/1mm09kC1HW0.wav</td>\n",
              "      <td>[-251.1504826016096, 140.4575346846672, -1.580...</td>\n",
              "      <td>[0.7545894573986566, 0.7565614713719988, 0.716...</td>\n",
              "      <td>[2.3152962694497035, 10.487737776581891, 6.765...</td>\n",
              "      <td>[18.069433069279203, 13.036868793518863, 15.24...</td>\n",
              "      <td>[-0.00881593015162949, 0.005350224798641064, 0...</td>\n",
              "      <td>40.000000</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>417</th>\n",
              "      <td>speech/50ZxQpgCccA.wav</td>\n",
              "      <td>[-191.2489964331761, 99.6244025069624, -93.589...</td>\n",
              "      <td>[0.6862024634508975, 0.7315495590379558, 0.641...</td>\n",
              "      <td>[0.18065651330673432, 0.4262843743820293, 0.61...</td>\n",
              "      <td>[13.197323748584042, 14.938334409834583, 15.55...</td>\n",
              "      <td>[-0.008432402500654364, -0.0063802596302727915...</td>\n",
              "      <td>5.393560</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>419</th>\n",
              "      <td>speech/0Q5mzNz2hiA.wav</td>\n",
              "      <td>[-603.5321737171249, 49.3105198655311, -28.380...</td>\n",
              "      <td>[0.12645166167948516, 0.16580957544356292, 0.4...</td>\n",
              "      <td>[9.92051947149926e-05, 8.506038537753995e-05, ...</td>\n",
              "      <td>[15.407033066723097, 21.529206178311778, 21.27...</td>\n",
              "      <td>[0.018413674560879622, 0.008144240893794551, -...</td>\n",
              "      <td>9.999501</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>421</th>\n",
              "      <td>speech/-cVFtuOI5uo.wav</td>\n",
              "      <td>[-153.62466742877115, 83.59596092845166, -22.7...</td>\n",
              "      <td>[0.7158408630903285, 0.598988952137075, 0.6080...</td>\n",
              "      <td>[0.915067799373763, 5.5477403080499474, 12.471...</td>\n",
              "      <td>[16.61941267671267, 14.462290232787712, 17.578...</td>\n",
              "      <td>[-0.0021673326393732047, 0.002869750249014152,...</td>\n",
              "      <td>9.979864</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>423</th>\n",
              "      <td>speech/7aKBgag7ylE.wav</td>\n",
              "      <td>[-231.59153080852874, 98.80478317468155, -87.1...</td>\n",
              "      <td>[0.5740674582032894, 0.5872471586827609, 0.672...</td>\n",
              "      <td>[0.008563855633634479, 0.30467618282080317, 0....</td>\n",
              "      <td>[17.73994002153521, 15.903949598831835, 20.282...</td>\n",
              "      <td>[-0.016778519371292818, 0.008741556106592737, ...</td>\n",
              "      <td>8.765533</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>425</th>\n",
              "      <td>speech/2VqKshkkHLU.wav</td>\n",
              "      <td>[-280.7434448582477, 71.68416729360172, -48.43...</td>\n",
              "      <td>[0.7090128289843255, 0.7340818933763069, 0.741...</td>\n",
              "      <td>[0.0024957524880852627, 0.01330465916359447, 0...</td>\n",
              "      <td>[16.430299764208684, 14.484145806521475, 17.08...</td>\n",
              "      <td>[-0.002781206625650214, 0.023689751000135834, ...</td>\n",
              "      <td>10.233333</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>427</th>\n",
              "      <td>speech/3X4t1yXiR64.wav</td>\n",
              "      <td>[-189.0668531118278, 113.10596385056303, -33.7...</td>\n",
              "      <td>[0.6162793496634381, 0.7561926007499196, 0.584...</td>\n",
              "      <td>[0.9946804097170561, 3.133501998366507, 9.7079...</td>\n",
              "      <td>[16.484705868911735, 13.027657745219095, 16.16...</td>\n",
              "      <td>[-0.011044784081649526, -0.01978241355784402, ...</td>\n",
              "      <td>6.531338</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>429</th>\n",
              "      <td>speech/6de_mfVMVik.wav</td>\n",
              "      <td>[-164.7640764049413, 149.140574940878, -51.505...</td>\n",
              "      <td>[0.4678918746497894, 0.2817089575393506, 0.286...</td>\n",
              "      <td>[1.5236869590857582, 3.2906617688312645, 4.818...</td>\n",
              "      <td>[12.625834812474698, 11.016858116416131, 21.54...</td>\n",
              "      <td>[0.006780772617295541, 0.03660923757028011, -0...</td>\n",
              "      <td>9.566712</td>\n",
              "      <td>speech</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>215 rows × 8 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                                             file_path  \\\n",
              "0    answering-machine/8cc2e697-18ac-490d-b111-c903...   \n",
              "2    answering-machine/e5030474-e71d-42ef-ae19-9de2...   \n",
              "4    answering-machine/86e364ff-93a6-44af-8118-0800...   \n",
              "6    answering-machine/55b654e5-7d9f-4132-bc98-93e5...   \n",
              "8    answering-machine/77310681-9ccf-4da7-bf55-dda0...   \n",
              "10   answering-machine/abb95162-9f09-4b35-a890-6f4a...   \n",
              "12   answering-machine/bccc4780-02f8-11e9-aa3d-ad1a...   \n",
              "14   answering-machine/22071349-44d6-448d-8d76-834d...   \n",
              "16   answering-machine/cbbc6d2a-5bf3-4ca4-9920-a12a...   \n",
              "18   answering-machine/e54d1f7e-d1c9-4982-80e9-eeb5...   \n",
              "20   answering-machine/34e02fdf-4ee6-4d19-b17f-b65d...   \n",
              "22   answering-machine/94aed880-02df-11e9-aa3d-ad1a...   \n",
              "24   answering-machine/359198a9-a8f1-44b6-a4f4-8383...   \n",
              "26   answering-machine/abe96bb3-4304-402e-a88b-7de4...   \n",
              "28   answering-machine/a210698c-5e60-48bd-9ba3-c009...   \n",
              "30   answering-machine/b70c30b0-a1ca-43b5-b9cb-60b1...   \n",
              "32   answering-machine/ea19ab7e-ad09-4736-8e68-f1fc...   \n",
              "34   answering-machine/f0c3a2ca-4a89-4b0f-a20f-dccf...   \n",
              "36   answering-machine/24c0d8e4-496f-4f8b-b8a3-2a0b...   \n",
              "38   answering-machine/e19685f0-02e7-11e9-aa3d-ad1a...   \n",
              "40   answering-machine/c2823a7a-87f9-4689-9b53-d37f...   \n",
              "42   answering-machine/5c082690-02f2-11e9-aa3d-ad1a...   \n",
              "44   answering-machine/97a64f29-34c6-4638-936b-fb78...   \n",
              "46   answering-machine/38c5b9ca-9644-4672-bd14-d5ad...   \n",
              "48   answering-machine/6d0c8d00-0202-11e9-bb68-5188...   \n",
              "50   answering-machine/5c6f6f13-8fd1-4dd1-99ef-ccaa...   \n",
              "52   answering-machine/e7b49010-97b4-4a03-af7b-5ee4...   \n",
              "54   answering-machine/d8d9c220-02fa-11e9-96e0-fb0b...   \n",
              "56   answering-machine/b11ab910-02dc-11e9-8fd9-1d87...   \n",
              "58   answering-machine/335519ea-8ce8-43db-8800-bdef...   \n",
              "..                                                 ...   \n",
              "371                             speech/5s0oF2fMOtg.wav   \n",
              "373                             speech/-b1l5v-fpNs.wav   \n",
              "375                             speech/02JEvDAcq7U.wav   \n",
              "377                             speech/5gB0wpfKeOk.wav   \n",
              "379                             speech/100CKdZMyQw.wav   \n",
              "381                             speech/6kijTMUqcMI.wav   \n",
              "383                             speech/1J-v2SVsSPQ.wav   \n",
              "385                             speech/6O4Zpv-cAXY.wav   \n",
              "387                             speech/2XFwH-VGWjU.wav   \n",
              "389                             speech/4zpgKN4Le0E.wav   \n",
              "391                             speech/7K4kLUy6Kqo.wav   \n",
              "393                             speech/1ef2v0i7w0w.wav   \n",
              "395                             speech/4hjjHLIVZ50.wav   \n",
              "397                             speech/5fjmEgwc14E.wav   \n",
              "399                             speech/0TPOLU68O9s.wav   \n",
              "401                             speech/2dsY_AHDFc8.wav   \n",
              "403                             speech/-8S_tLKfeJg.wav   \n",
              "405                             speech/4MEa_7PkoUo.wav   \n",
              "407                             speech/56TlPzJLBAg.wav   \n",
              "409                             speech/0Zh8HjR0CbM.wav   \n",
              "411                             speech/6ztm2J-GRNU.wav   \n",
              "413                             speech/3g8RcphOUUU.wav   \n",
              "415                             speech/1mm09kC1HW0.wav   \n",
              "417                             speech/50ZxQpgCccA.wav   \n",
              "419                             speech/0Q5mzNz2hiA.wav   \n",
              "421                             speech/-cVFtuOI5uo.wav   \n",
              "423                             speech/7aKBgag7ylE.wav   \n",
              "425                             speech/2VqKshkkHLU.wav   \n",
              "427                             speech/3X4t1yXiR64.wav   \n",
              "429                             speech/6de_mfVMVik.wav   \n",
              "\n",
              "                                              mfccs_40  \\\n",
              "0    [-397.80851932784657, 129.86299878531597, -31....   \n",
              "2    [-521.2452137232904, 128.2723489959437, -57.08...   \n",
              "4    [-513.9673240941539, 128.13275036291947, -52.2...   \n",
              "6    [-292.5310592899462, 133.0464309785009, -107.7...   \n",
              "8    [-452.8306540327004, 146.34936352766186, -33.5...   \n",
              "10   [-420.77098714152356, 93.52746498761161, -25.0...   \n",
              "12   [-387.13855171645116, 150.90465041242317, -42....   \n",
              "14   [-369.97380538041057, 149.80537003091393, -40....   \n",
              "16   [-515.6052442743639, 133.11050944292515, -59.0...   \n",
              "18   [-520.2556783283156, 136.17416563816954, -51.2...   \n",
              "20   [-271.5246598921989, 156.79570874528483, -59.8...   \n",
              "22   [-483.79049692402623, 114.2649393543682, -102....   \n",
              "24   [-397.6474669901747, 187.9593423965029, -64.32...   \n",
              "26   [-268.376174666488, 134.26201659971517, -42.83...   \n",
              "28   [-444.9993300327045, 81.9921491627517, -26.199...   \n",
              "30   [-399.87499636936496, 187.6534310023194, -63.0...   \n",
              "32   [-417.5773518567283, 115.87673305190022, -58.4...   \n",
              "34   [-395.65682871336423, 189.81291876166247, -65....   \n",
              "36   [-397.4708537293497, 186.91469657281644, -63.6...   \n",
              "38   [-482.2797790184604, 181.9532029011698, -8.263...   \n",
              "40   [-521.2345539182835, 134.77849154530696, -53.0...   \n",
              "42   [-540.3341870025654, 89.55062956154907, -36.88...   \n",
              "44   [-511.870884099128, 131.27975061284675, -58.15...   \n",
              "46   [-506.27993318261156, 131.38238564044119, -57....   \n",
              "48   [-396.4872024620081, 187.1113138845858, -65.64...   \n",
              "50   [-387.25614512619285, 150.8906461085475, -43.1...   \n",
              "52   [-539.6999912816946, 54.218313697778775, -67.8...   \n",
              "54   [-395.9446243121823, 189.16465194241303, -64.9...   \n",
              "56   [-347.2163572325372, 200.7630183356129, -88.27...   \n",
              "58   [-427.1631555143684, 87.04653703687556, -22.14...   \n",
              "..                                                 ...   \n",
              "371  [-251.3452779585594, 80.06962610567604, -4.341...   \n",
              "373  [-252.27128334169387, 79.37977872273771, -40.1...   \n",
              "375  [-303.30798623848494, 102.32582253967394, -65....   \n",
              "377  [-328.9603834251204, 113.25707332162112, -29.4...   \n",
              "379  [-118.92275719343104, 47.54015897910914, -51.3...   \n",
              "381  [-485.7610899790904, 23.568541819118966, -15.8...   \n",
              "383  [-87.58297408763816, 76.65633574559149, -3.824...   \n",
              "385  [-218.70998625212536, 164.4978311829281, -45.5...   \n",
              "387  [-286.5341373774659, 95.69588900478585, -38.57...   \n",
              "389  [-262.04756625456605, 110.6185447079289, -51.6...   \n",
              "391  [-191.98257398134692, 79.70253445220767, -24.1...   \n",
              "393  [-28.21493733541584, 110.22083770835727, -14.1...   \n",
              "395  [-181.81457705770546, 72.27489921242405, 14.57...   \n",
              "397  [-255.17872683598114, 77.93570692905092, 5.683...   \n",
              "399  [-219.87201522181576, 157.60949528087573, -44....   \n",
              "401  [-171.45398251254068, 101.65032692578576, -55....   \n",
              "403  [-31.179874200808428, 34.090969257863485, -24....   \n",
              "405  [-297.62272560859935, 110.29152525191667, -22....   \n",
              "407  [-161.52241669944277, 106.52135934763136, -60....   \n",
              "409  [-112.04323351318794, 209.6909575827447, -91.0...   \n",
              "411  [-261.9305745320562, 79.70938739533868, -1.340...   \n",
              "413  [-321.46580068871305, 165.2516548816638, -46.2...   \n",
              "415  [-251.1504826016096, 140.4575346846672, -1.580...   \n",
              "417  [-191.2489964331761, 99.6244025069624, -93.589...   \n",
              "419  [-603.5321737171249, 49.3105198655311, -28.380...   \n",
              "421  [-153.62466742877115, 83.59596092845166, -22.7...   \n",
              "423  [-231.59153080852874, 98.80478317468155, -87.1...   \n",
              "425  [-280.7434448582477, 71.68416729360172, -48.43...   \n",
              "427  [-189.0668531118278, 113.10596385056303, -33.7...   \n",
              "429  [-164.7640764049413, 149.140574940878, -51.505...   \n",
              "\n",
              "                                                chroma  \\\n",
              "0    [0.027769387920805723, 0.026351956519476274, 0...   \n",
              "2    [0.022214466246388547, 0.020847748338262397, 0...   \n",
              "4    [0.03300533854443605, 0.03123040030561039, 0.0...   \n",
              "6    [0.04289080226234471, 0.04354302126840047, 0.0...   \n",
              "8    [0.02433844901405175, 0.02294809277630422, 0.0...   \n",
              "10   [0.03474792074038129, 0.05133754631069041, 0.2...   \n",
              "12   [0.02427578147116205, 0.02990539769912799, 0.0...   \n",
              "14   [0.03937052642222736, 0.03703768738610829, 0.0...   \n",
              "16   [0.024594730983671282, 0.025086133847673317, 0...   \n",
              "18   [0.02613008370698844, 0.0251144216926275, 0.02...   \n",
              "20   [0.05342528237775297, 0.05093920741371196, 0.0...   \n",
              "22   [0.02813132321393693, 0.03530290572638477, 0.0...   \n",
              "24   [0.3414355047300853, 0.1283837380495035, 0.072...   \n",
              "26   [0.04774751482368089, 0.27225730666104586, 1.0...   \n",
              "28   [0.21508889811674567, 0.03625700266101079, 0.0...   \n",
              "30   [0.3704985922101766, 0.150101956363927, 0.1004...   \n",
              "32   [0.20683283228278573, 0.031586268501768, 0.020...   \n",
              "34   [0.33979489017176606, 0.1283502300405761, 0.07...   \n",
              "36   [0.3329519038420944, 0.1204322950586206, 0.072...   \n",
              "38   [0.08983974552694302, 0.0954256799608445, 0.12...   \n",
              "40   [0.027868485989503058, 0.0232328802401555, 0.0...   \n",
              "42   [0.2281121728696912, 0.035542216863347575, 0.0...   \n",
              "44   [0.029586146811598095, 0.029181996762391107, 0...   \n",
              "46   [0.038107374621520876, 0.0350590078914369, 0.0...   \n",
              "48   [0.3449623861248458, 0.12953245527247115, 0.07...   \n",
              "50   [0.026805444441621598, 0.03266253535132676, 0....   \n",
              "52   [0.20669450914533838, 0.034462496448662776, 0....   \n",
              "54   [0.33756432307353884, 0.12613389572841985, 0.0...   \n",
              "56   [0.3553776752273636, 0.1796075298399975, 0.117...   \n",
              "58   [0.02298929631722165, 0.035348273733554765, 0....   \n",
              "..                                                 ...   \n",
              "371  [0.5752742359019283, 0.5478898357118692, 0.553...   \n",
              "373  [0.6243298341409546, 0.5657514149231652, 0.554...   \n",
              "375  [0.5329078270271494, 0.5261592724605708, 0.660...   \n",
              "377  [0.5563194187974628, 0.5538920356086915, 0.523...   \n",
              "379  [0.820983732502437, 0.8347079867365693, 0.8148...   \n",
              "381  [0.4731709875344335, 0.43410085731470527, 0.38...   \n",
              "383  [0.6799529315307902, 0.6500660577308035, 0.608...   \n",
              "385  [0.6059958736081875, 0.6410638826567822, 0.669...   \n",
              "387  [0.46429457988293016, 0.5062778421688091, 0.52...   \n",
              "389  [0.651539604927184, 0.6443657593596892, 0.6686...   \n",
              "391  [0.5449159211483401, 0.5613703415810033, 0.534...   \n",
              "393  [0.7165557320611315, 0.6918883999207236, 0.703...   \n",
              "395  [0.6330236597016552, 0.6527500310601749, 0.668...   \n",
              "397  [0.595958425339284, 0.5013157312968527, 0.4560...   \n",
              "399  [0.5529819510338057, 0.5796927680727166, 0.626...   \n",
              "401  [0.6310344294755904, 0.6475606330017526, 0.670...   \n",
              "403  [0.40895263310415225, 0.388776801444639, 0.388...   \n",
              "405  [0.676942197392949, 0.5833666904053839, 0.6230...   \n",
              "407  [0.7289142569887577, 0.7026494999580105, 0.648...   \n",
              "409  [0.6682416179110425, 0.703021515118741, 0.7424...   \n",
              "411  [0.6578028226935857, 0.6018372290168367, 0.598...   \n",
              "413  [0.6362175364628693, 0.6472001670156085, 0.632...   \n",
              "415  [0.7545894573986566, 0.7565614713719988, 0.716...   \n",
              "417  [0.6862024634508975, 0.7315495590379558, 0.641...   \n",
              "419  [0.12645166167948516, 0.16580957544356292, 0.4...   \n",
              "421  [0.7158408630903285, 0.598988952137075, 0.6080...   \n",
              "423  [0.5740674582032894, 0.5872471586827609, 0.672...   \n",
              "425  [0.7090128289843255, 0.7340818933763069, 0.741...   \n",
              "427  [0.6162793496634381, 0.7561926007499196, 0.584...   \n",
              "429  [0.4678918746497894, 0.2817089575393506, 0.286...   \n",
              "\n",
              "                                                   mel  \\\n",
              "0    [0.00501725632249827, 0.00037307307871889937, ...   \n",
              "2    [8.08117545043548e-05, 2.5279908521751625e-05,...   \n",
              "4    [0.00019455741680095618, 0.0001307129131768416...   \n",
              "6    [0.05034664909852743, 0.03370046800801785, 0.0...   \n",
              "8    [0.00011991504535596756, 0.0002250080590753591...   \n",
              "10   [0.030244665491047512, 0.029949857407187988, 0...   \n",
              "12   [0.043681838039386064, 0.01292230183375375, 0....   \n",
              "14   [0.03305763055933809, 0.005407385024180664, 0....   \n",
              "16   [6.170809692392159e-05, 3.1581917394840386e-05...   \n",
              "18   [0.0001538039459089541, 7.022750639466015e-05,...   \n",
              "20   [0.007238309891536102, 0.0036063182863351286, ...   \n",
              "22   [0.00015731851055277013, 7.081511911168166e-05...   \n",
              "24   [0.004940583370102189, 0.004759396398134962, 0...   \n",
              "26   [0.12789206459402994, 0.053446015498031386, 0....   \n",
              "28   [0.03747167716177074, 0.01399515957719087, 0.0...   \n",
              "30   [0.006680329205807325, 0.005092353224406313, 0...   \n",
              "32   [0.0001635438537391579, 0.00023739219305627678...   \n",
              "34   [0.005335846803969891, 0.0065445377802900925, ...   \n",
              "36   [0.007096929647050264, 0.005374733684370927, 0...   \n",
              "38   [0.0015491548446261677, 0.0025484051691111015,...   \n",
              "40   [0.0002441962626170042, 5.3215482782451886e-05...   \n",
              "42   [0.006471555294257466, 0.005112834857483893, 0...   \n",
              "44   [4.913067385271165e-05, 3.554099999439463e-05,...   \n",
              "46   [0.00013594134824731577, 0.0002264982478543793...   \n",
              "48   [0.006522632898050518, 0.004511314428902597, 0...   \n",
              "50   [0.04531907846470063, 0.013619251746766257, 0....   \n",
              "52   [0.018807210137745226, 0.0011013647057265424, ...   \n",
              "54   [0.004887997440105551, 0.005931725165878735, 0...   \n",
              "56   [0.007430064729992558, 0.007347322746433893, 0...   \n",
              "58   [0.09346497253289679, 0.03803756320553848, 0.0...   \n",
              "..                                                 ...   \n",
              "371  [0.27105671891290123, 0.10714239962551401, 0.0...   \n",
              "373  [0.0010225498764717066, 0.001250039563711277, ...   \n",
              "375  [0.08264439567312229, 0.005919650432426333, 0....   \n",
              "377  [0.02163736606611941, 0.019373092542648202, 0....   \n",
              "379  [0.021082803433604608, 0.015871707804122618, 0...   \n",
              "381  [0.00023245475898048674, 5.4501037493922706e-0...   \n",
              "383  [2.067003581220662, 21.321750289873584, 30.693...   \n",
              "385  [0.0225830336855623, 0.0341439933684007, 0.098...   \n",
              "387  [0.005423386798589744, 0.03282344537708947, 0....   \n",
              "389  [0.0008060101501408692, 0.007456094735574816, ...   \n",
              "391  [1.6956202159089662, 29.685020824717594, 68.63...   \n",
              "393  [50.93646776980185, 51.952902041265226, 195.63...   \n",
              "395  [24.69799088136951, 204.54136548982333, 408.60...   \n",
              "397  [0.4832419212400289, 0.32347750123726393, 0.08...   \n",
              "399  [1.2223319014697405, 4.571366357091994, 3.5545...   \n",
              "401  [0.08350666674920043, 0.2928588217550186, 1.92...   \n",
              "403  [7.177026574278645, 12.44853537760322, 5.94994...   \n",
              "405  [0.0035058463789713096, 0.03868468279847932, 0...   \n",
              "407  [0.12321098783136725, 0.11949187029552408, 0.0...   \n",
              "409  [2.428226325874819, 36.99651381276656, 18.0368...   \n",
              "411  [0.3017516408194309, 0.14683770953309055, 0.12...   \n",
              "413  [0.019427160642473455, 0.0546510026423521, 0.0...   \n",
              "415  [2.3152962694497035, 10.487737776581891, 6.765...   \n",
              "417  [0.18065651330673432, 0.4262843743820293, 0.61...   \n",
              "419  [9.92051947149926e-05, 8.506038537753995e-05, ...   \n",
              "421  [0.915067799373763, 5.5477403080499474, 12.471...   \n",
              "423  [0.008563855633634479, 0.30467618282080317, 0....   \n",
              "425  [0.0024957524880852627, 0.01330465916359447, 0...   \n",
              "427  [0.9946804097170561, 3.133501998366507, 9.7079...   \n",
              "429  [1.5236869590857582, 3.2906617688312645, 4.818...   \n",
              "\n",
              "                                              contrast  \\\n",
              "0    [17.189749244938195, 9.807171017039957, 31.405...   \n",
              "2    [16.802354517790313, 11.434238706762827, 15.09...   \n",
              "4    [18.01022716689398, 11.078483483064241, 14.929...   \n",
              "6    [10.553363920668197, 11.608186538742027, 11.68...   \n",
              "8    [12.634893574252038, 10.697157333437568, 32.58...   \n",
              "10   [31.221714055150013, 20.71262109100608, 39.504...   \n",
              "12   [18.483255533782774, 8.634820641722435, 33.096...   \n",
              "14   [17.477715040450597, 28.397358806746563, 35.82...   \n",
              "16   [14.077834283733308, 11.418211601546293, 16.80...   \n",
              "18   [15.626069612793733, 10.787610817821497, 15.77...   \n",
              "20   [11.655081713096592, 10.278239440523047, 29.64...   \n",
              "22   [15.98266950922378, 11.59453157526057, 14.8583...   \n",
              "24   [8.007204563716945, 8.414863043494082, 12.2142...   \n",
              "26   [14.296265867852497, 13.126865902121116, 35.22...   \n",
              "28   [9.27497948711662, 8.198367805396806, 12.40865...   \n",
              "30   [5.109003392788998, 7.171109371764388, 11.6066...   \n",
              "32   [11.73025872986778, 8.601794126211557, 10.9413...   \n",
              "34   [6.2336649771824995, 7.4313339015799205, 12.29...   \n",
              "36   [6.759896007348738, 9.389139673901362, 13.4289...   \n",
              "38   [21.478675802061584, 15.001328560787076, 16.43...   \n",
              "40   [17.661506118714055, 11.920571876332682, 17.31...   \n",
              "42   [20.638533428976658, 9.081864449221234, 15.189...   \n",
              "44   [12.560566314868673, 11.360242194640614, 16.44...   \n",
              "46   [14.148418195560222, 10.25936183975397, 15.326...   \n",
              "48   [7.237653587599017, 9.72055473590638, 12.39550...   \n",
              "50   [18.158824574594735, 9.117579609844743, 32.940...   \n",
              "52   [33.32259621710429, 7.774495493440962, 10.2112...   \n",
              "54   [6.716360360486815, 8.374851095755202, 12.1110...   \n",
              "56   [7.152487141892496, 10.874895421655554, 13.079...   \n",
              "58   [33.90567267456092, 23.78114301608286, 40.0981...   \n",
              "..                                                 ...   \n",
              "371  [19.021920592702173, 15.643579687291016, 15.79...   \n",
              "373  [15.188440619457944, 15.848061129169986, 18.41...   \n",
              "375  [21.309369431669683, 13.435790289223677, 16.87...   \n",
              "377  [17.943470855756548, 16.806671159968417, 20.65...   \n",
              "379  [22.06963538514624, 11.509938892651256, 14.708...   \n",
              "381  [20.90808187616631, 15.595357715765989, 17.154...   \n",
              "383  [15.96609585502167, 14.322156833726021, 16.744...   \n",
              "385  [20.439351203442897, 13.027199251512844, 18.28...   \n",
              "387  [17.067975398680538, 15.982644910503662, 19.79...   \n",
              "389  [20.867799434617496, 15.338853417768162, 16.60...   \n",
              "391  [19.031470042411414, 16.01818275008949, 18.663...   \n",
              "393  [15.196546895549448, 13.678829164568247, 15.10...   \n",
              "395  [17.028434109017166, 13.836217893133574, 16.58...   \n",
              "397  [12.017278304366123, 14.326407610653135, 18.68...   \n",
              "399  [16.006278395950698, 10.682920242933468, 13.74...   \n",
              "401  [16.1288572954562, 12.205839149882857, 15.6969...   \n",
              "403  [14.348411117896495, 10.85240772864528, 13.111...   \n",
              "405  [18.626728230708814, 13.810318140874593, 18.32...   \n",
              "407  [15.116906223538637, 12.312925230695841, 15.43...   \n",
              "409  [23.766724434424894, 11.88686458635221, 15.167...   \n",
              "411  [17.135315660876355, 14.833394642028432, 15.22...   \n",
              "413  [18.62744217083172, 14.154272289764439, 17.936...   \n",
              "415  [18.069433069279203, 13.036868793518863, 15.24...   \n",
              "417  [13.197323748584042, 14.938334409834583, 15.55...   \n",
              "419  [15.407033066723097, 21.529206178311778, 21.27...   \n",
              "421  [16.61941267671267, 14.462290232787712, 17.578...   \n",
              "423  [17.73994002153521, 15.903949598831835, 20.282...   \n",
              "425  [16.430299764208684, 14.484145806521475, 17.08...   \n",
              "427  [16.484705868911735, 13.027657745219095, 16.16...   \n",
              "429  [12.625834812474698, 11.016858116416131, 21.54...   \n",
              "\n",
              "                                               tonnetz   duration   label  \n",
              "0    [-0.026947413402462945, 0.04490845356302127, -...   0.313515    beep  \n",
              "2    [-0.04474616114861632, -0.026757793833147053, ...   0.391565    beep  \n",
              "4    [-0.05350142196897563, -0.011836425600422792, ...   0.392698    beep  \n",
              "6    [-0.00994283535272708, 0.011938087781317153, 0...   0.167619    beep  \n",
              "8    [-0.03433607707284978, 0.039762104955467496, -...   0.315420    beep  \n",
              "10   [-0.04447994070735253, -0.004942355883340258, ...   0.535828    beep  \n",
              "12   [-0.011589151809683782, -0.05059292351089364, ...   0.334195    beep  \n",
              "14   [0.02806876509987728, 0.049215210998908965, 0....   0.625533    beep  \n",
              "16   [-0.0475743066248118, -0.018104088469366494, 0...   0.395964    beep  \n",
              "18   [-0.05189144828816094, -0.013005509182807401, ...   0.403583    beep  \n",
              "20   [-0.013919426672477416, 0.049758873167718064, ...   0.325125    beep  \n",
              "22   [-0.02360887676885088, 0.03231748382234498, -0...   0.526757    beep  \n",
              "24   [0.023588925779865808, -0.0491770692987704, 0....   0.213152    beep  \n",
              "26   [0.04855282810892547, 0.017684008957936537, -0...   0.367347    beep  \n",
              "28   [0.03229154495524182, -0.04538600661585374, 0....   0.311701    beep  \n",
              "30   [0.02799670900450375, -0.04227499756935839, 0....   0.242857    beep  \n",
              "32   [0.01714183345389668, -0.037496774078722435, 0...   0.415283    beep  \n",
              "34   [0.02263600306905115, -0.048330544714004255, 0...   0.216281    beep  \n",
              "36   [-0.0009058277510301443, 0.005638029554451475,...   0.209615    beep  \n",
              "38   [-0.01597227998560979, -0.0032889608187185145,...   0.467664    beep  \n",
              "40   [-0.03706067399763228, -0.02780759136816917, -...   0.395510    beep  \n",
              "42   [0.03883864820081238, -0.04070233322363046, 0....   0.204807    beep  \n",
              "44   [-0.04861216312795774, -0.015836744579307376, ...   0.396463    beep  \n",
              "46   [-0.04470159952833568, -0.028542287719685193, ...   0.409887    beep  \n",
              "48   [0.035403004575672505, -0.040659156541475124, ...   0.210249    beep  \n",
              "50   [-0.016704608773247993, -0.04777863482197164, ...   0.347438    beep  \n",
              "52   [0.010827318692195826, -0.017649670468919118, ...   0.207029    beep  \n",
              "54   [0.020831389054394803, -0.025984492321386454, ...   0.216281    beep  \n",
              "56   [0.03452485742181802, -0.037018003358774816, 0...   0.216100    beep  \n",
              "58   [-0.06481151370952878, -0.004760931213592791, ...   0.533515    beep  \n",
              "..                                                 ...        ...     ...  \n",
              "371  [-0.00831393522446235, 0.0034778907444307614, ...  10.000635  speech  \n",
              "373  [-0.0058964790685717885, -0.002091441407829767...  40.000000  speech  \n",
              "375  [-0.0036916387562886954, 0.011563457942786251,...   9.015692  speech  \n",
              "377  [-0.005887798845328656, 0.0075461411159529965,...   9.419410  speech  \n",
              "379  [-0.004620340483380304, 0.01071396820161009, 0...   9.273107  speech  \n",
              "381  [0.01673840627018337, 0.007671734764962738, -0...  10.000000  speech  \n",
              "383  [0.006551747369262236, 0.0015526182920739058, ...   9.100590  speech  \n",
              "385  [0.004017613095482892, 0.0006623860207605217, ...   6.809977  speech  \n",
              "387  [0.00823015101116948, -0.00774356520311196, 0....   9.999501  speech  \n",
              "389  [-0.006009530946251062, -0.003839376921637122,...  40.000000  speech  \n",
              "391  [0.004102402254174668, -0.006119209047835364, ...  10.000000  speech  \n",
              "393  [0.005833311541113503, 0.0033813483557599963, ...   9.042540  speech  \n",
              "395  [-0.0009484160859306452, -0.009235512155709454...   9.172517  speech  \n",
              "397  [-0.012423431615396547, 0.01968727240371247, -...  39.478186  speech  \n",
              "399  [0.0044705792108051595, -0.011663627454863396,...   9.059456  speech  \n",
              "401  [-0.0028087957671620303, 0.0002215649105730020...   5.950839  speech  \n",
              "403  [0.020119886302482844, 0.004808006577683695, -...  11.812426  speech  \n",
              "405  [0.015303178996770856, 0.010817894328682248, 0...   9.030839  speech  \n",
              "407  [0.005012188714201203, 0.0024034563327236147, ...  11.067800  speech  \n",
              "409  [-0.027186451465782437, -0.01974404854045408, ...  10.712290  speech  \n",
              "411  [-0.007927157609718407, 0.005715756754781355, ...   9.999501  speech  \n",
              "413  [-0.010472609823105045, 0.006908039866625598, ...  40.000000  speech  \n",
              "415  [-0.00881593015162949, 0.005350224798641064, 0...  40.000000  speech  \n",
              "417  [-0.008432402500654364, -0.0063802596302727915...   5.393560  speech  \n",
              "419  [0.018413674560879622, 0.008144240893794551, -...   9.999501  speech  \n",
              "421  [-0.0021673326393732047, 0.002869750249014152,...   9.979864  speech  \n",
              "423  [-0.016778519371292818, 0.008741556106592737, ...   8.765533  speech  \n",
              "425  [-0.002781206625650214, 0.023689751000135834, ...  10.233333  speech  \n",
              "427  [-0.011044784081649526, -0.01978241355784402, ...   6.531338  speech  \n",
              "429  [0.006780772617295541, 0.03660923757028011, -0...   9.566712  speech  \n",
              "\n",
              "[215 rows x 8 columns]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 79
        }
      ]
    },
    {
      "metadata": {
        "id": "i4TeyBjoRxmb",
        "colab_type": "code",
        "colab": {}
      },
      "cell_type": "code",
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}